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Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical Education Research in Residency May 28, 2015 AAMC - 655 K Street, NW Washington, DC Enhancing Research in Residency Programs UPMC Medical Education and Department of Anesthesiology Tetsuro Sakai, MD, PhD Professor of Anesthesiology and the Clinical & Translational Science Institute Director of Scholarly Development Director of Resident Research Rotation University of Pittsburgh School of Medicine

Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

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Page 1: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Rita M. Patel, MDProfessor of Anesthesiology

Vice-Chair, EducationAssociate Dean for GME & DIO

University of Pittsburgh School of MedicineUPMC Medical Education

Research in ResidencyMay 28, 2015

AAMC - 655 K Street, NW Washington, DC

Enhancing Research in Residency ProgramsUPMC Medical Education and Department of Anesthesiology

Tetsuro Sakai, MD, PhDProfessor of Anesthesiology and the Clinical &

Translational Science InstituteDirector of Scholarly Development

Director of Resident Research RotationUniversity of Pittsburgh School of Medicine

Page 2: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

UPMC Med Ed Sponsored Programs  # Programs # Trainees

ACGME ACCREDITED 118 1477

ACTIVE SIEP 35 73OSTEOPATHIC ACCREDITED 10 80

U PITT DENTAL 6 41U PITT PHARMACY 3 40

PODIATRY 1 17

TOTAL 173 1728

Hospitals: C-McK, Hamot, St Mgt, Mercy, SDY, Altoona A-Presby, MWH, WPIC & CHP

Page 3: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

UPMC Med Ed Resident/Fellow Scholarly Activity Trainee as author or presenter

2013 Annual Report to the DIORita M. Patel, MD

Page 4: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

UPMC Med Ed Resident/Fellow Scholarly Activity Trainee as author or presenter

Page 5: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Can “a scholarly program” facilitate resident scholarly activity?

Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 6: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai, et al. Anesthesiology. 120:111–9;2014.

Increased UPMC Anesthesiology Residents’ Scholarly Productivity

Page 7: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 8: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Objectives

• Barriers for Residents & Faculty

• Systems for Residents & Faculty

• Outcomes

Page 9: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai T, 10/6/2011

Reves, JG. Anesthesiology. 2007 Apr;106(4):826-35

SAKAI 5/27/2013

Page 10: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai T, 10/6/2011

Reves, JG. Anesthesiology. 2007 Apr;106(4):826-35

SAKAI 5/27/2013

Page 11: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai T, 10/6/2011

Reves, JG. Anesthesiology. 2007 Apr;106(4):826-35

SAKAI 5/27/2013

Page 12: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Reves, JG. Anesthesiology. 2007 Apr;106(4):826-35

SAKAI 4/26/12SAKAI 5/27/2013

Page 13: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

For Residents

• Awareness Introduction of researchers / projects

• Barrier breaker Research PBLD

• Non-clinical time Resident research rotation

• Assistance Director of Research Rotation

• Acknowledgement Web news

• Funding Department Seed Grant

NIH T32 Grant

Page 14: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Direction and Road Map forResidents

Page 15: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Blood Transfusion / Cell Saving / RBC Rheology

Jonathan Waters, MD

6

24

Page 16: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

No Barrier (1)

Mild (2)

Moderate (3)Severe (4)

Complete Barrier (5)

0

50

Grants

No Barrier (1)

Mild (2)

Moderate (3)Severe (4)

Complete Barrier (5)

0

50

100

Regulatory (IRB approval)

No Barrier (1)

Mild (2)

Moderate (3)Severe (4)

Complete Barrier (5)

0

50

Statistics/data analysis

Three Biggest Barriers in Research

Sakai T, et al. Journal of Clinical Anesthesia. 25:434-8;2013.

Page 17: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai T, 10/6/2011Sakai T, 10/6/2011

SAKAI 5/27/2013

Page 18: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Clinical Translational Science Institute

• Regulatory support• Pilot funding• Budget guidance/fiscal review• Industry sponsored research• eRecord research• Recruitment assistance• Statistical assistance

Page 19: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical
Page 20: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Resident Research Rotation

• ACGME-approved rotation

• 1- 6 months

• Director

Consultation

A letter of commitment by mentoring faculty

Weekly meeting

Milestones

Mandatory presentations

Abstract / manuscript submission

Abstract, Poster, Manuscript Review Committees

Page 21: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

2002-2003

2003-2004

2004-2005

2005-2006

2006-2007

2007-2008

2008-2009

2009-2010

2010-2011

0

5

10

15

20

25

CA3 Resident Research Rotation

Non Rotators

Resident Research Rotators

Academic Year

Nu

mb

er

of

CA

3 R

es

ide

nts

Sakai, et al. SEA 2010SAKAI 5/27/2013

Page 22: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

SAKAI 5/27/2013

Page 23: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

T32 Training Grant (FY2008 – FY2017)

Yan Xu, PhD (PI)Professor, Vice Chair of Research

• Two years

• 80% guaranteed research time

• Faculty member upon completion

• NIH loan payment award

• Only 12 Anesthesiology programs

Page 24: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Reves, JG. Anesthesiology. 2007 Apr;106(4):826-35

SAKAI 5/27/2013

Page 25: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

A Comprehensive, Productivity-Based Faculty Compensation System

• FY 2004 - present

• Academic Track or Clinical Track

• Non-clinical time for Academic Faculty

• “Salary at risk” for non-clinical days

• Regain “salary at risk” via scholarly activities, which are converted to credit hours based on a Merit Matrix System

John P. Williams, MD

Sakai et al. British Journal of Anaesthesia. 111:636-50.2013.

Page 26: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Academic Project Mentor

75 credit hours/

resident project  

Faculty mentorship is rewarded

Sakai et al. British Journal of Anaesthesia. 111:636-50.2013.

Page 27: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical
Page 28: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

After the new compensation system

was implemented, more original

peer-reviewed manuscripts by

academic faculty members were

published.

Sakai et al. British Journal of Anaesthesia. 111:636-50.2013.

Page 29: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai, et al. Anesthesiology. 120:111–9;2014.

Increased UPMC Anesthesiology Residents’ Scholarly Productivity

Page 30: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Rank-to-Match Analysis• Study group = 38 UPMC anesthesiology residents

• Class 2009 - Class 2011

• Control group = 220 non-UPMC anesthesiology residents

• Those on the residency ranking list during the same academic

years who could have been matched with the program had they

ranked the program high enough on their list (rank-to-match).

• Comparisons

• % of residents with published peer-reviewed manuscripts

• quality of each publication assessed with Scholarly Activity Points

(SAPs)Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 31: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Rank-to-Match Analysis

• Similar demographics (UPMC vs. Non-UPMC)

•Male gender

– 65.8% (25) vs. 64.5% (142), p = 0.89

•US medical graduates

– 89.5% (34) vs. 85.5% (188), p = 0.50

•Pre-residency publications

– 10.5% (4) vs. 13.2% (29), p = 0.088

Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 32: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Rank-to-Match Analysis

• Increased % of residents with publications in residency:

• 55.3% (21) vs. 13.2% (29), p < 0.0001

• Odds Ratio 8.14 (95% CI of 3.85 – 17.21)

• 0.7 per resident (28) vs. 0.2 per resident (42)

• Similar quality of publications and productivity per resident with publications

• SAPs per publication or SAPs per resident with publications without

any significant differenceSakai, et al. Anesthesiology. 120:111–9;2014.

Page 33: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Residents

Fellows

Medical Students

Junior Faculty Members

Chief Scholarly Officers

Junior Chief of Research

Direct of Scholarly Development

Director of Medical Students’ Research

Future Direction in the UPMC Department of Anesthesiology

Anesthesia Professorial Practice Rotation

CBY interns

Page 34: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

SUMMARY

• Supporting research activity by residents is important for the future of our specialty.

• There are residents who wish to do research, but they face barriers in doing so.

• There are a number of strategies to improve resident scholarly productivity.

Page 35: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Acknowledgements

• Sandra C. Hirsch, MBA

• Patricia L. Karausky, RN, BSN, CCRC

• Shannon L. Valenti, MBA, CIP

• Susan L. Sandusky, BA

• Kathryn Riccio

• Mark E. Hudson, MD, MBA

• Peter J. Davis, MD

• Patrick J. Forte, MD

• Rita M. Patel, MD

• Yan Xu, PhD

• Trent D. Emerick, MD

• Nicholas J. Schott, MD

• David G. Metro, MD

• John P. Williams, MD

Page 36: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical
Page 37: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

http://1.bp.blogspot.com/-tukXRHHQM0g/TbJoXCaUAVI/AAAAAAAAAhY/Tmnb1YVaTrE/s1600/Mount_Fuji_Japan%255B1%255D.jpg

Page 38: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical
Page 39: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

2003 2004 2005 2006 2007 2008 2009 20100

10

20

30

40

50

60

70

11

Abstract Presentations by Residents

58

Page 40: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

• Abstracts

• Peer-reviewed publications

• Book chapters

• Grants

• IRB / IACUC approvals

• Educational materials

Many Categories

Page 41: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

•Abstracts – Regional, National, International

– Authorship

•Peer-reviewed publications – Original papers, Reviews, Case reports

– Journal Impact Factor

– Authorship

Variations in Quality & Contribution

Page 42: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

• Each scholarly activity is converted to specially-assigned points based on a Merit Matrix.

• Modifiers:

• Degree of contribution

• Impact of the product

Scholarly Activity Points

Page 43: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Merit Matrix Points

Page 44: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 45: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

http://1.bp.blogspot.com/-tukXRHHQM0g/TbJoXCaUAVI/AAAAAAAAAhY/Tmnb1YVaTrE/s1600/Mount_Fuji_Japan%255B1%255D.jpg

Page 46: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Clinical Translational Science Institute

• Regulatory support• Pilot funding• Budget guidance/fiscal review• Industry sponsored research• eRecord research• Recruitment assistance• Statistical assistance

Page 47: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

“Pretreatment with Ondansetron Blunts Plasma

Vasopressin Increase Associated with

Morphine Administration in Ferrets”

Eric P. Wilkens, MD and Bill J. Yates, PhD

Anesth Analg 2005;101:1029-1033

Residents can publish!

Page 48: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Interns can be productive!

Mark Backeris, DO, MBA (Class of 2013)2nd Place, Western Pennsylvania Society of

Anesthesiologists (WPSA) (Original Research)

Trent Emerick, MD (Class of 2014) 2nd Place, WPSA (Original Research) Graduate Medical Education (GME), Association of University Anesthesiologists (AUA), Pennsylvania Anesthesiology Resident Research Conference (PARRC),Society for Education in Anesthesia (SEA)

Nicholas Schott, MD (Class of 2016)Anesthesia and Analgesia 117:1211-6;2013.

Page 49: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

2002-2003

2003-2004

2004-2005

2005-2006

2006-2007

2007-2008

2008-2009

2009-2010

2010-2011

0

5

10

15

20

25

CA3 Resident Research Rotation

Non Rotators

Resident Research Rotators

Academic Year

Nu

mb

er

of

CA

3 R

es

ide

nts

Sakai, et al. SEA 2010SAKAI 5/27/2013

Page 50: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

1 3 5 7 9 11 13 15 17 190

5

10

15

20

25

30

35

40

1 3 5 7 9 11 13 15 17 190

5

10

15

20

25

30

35

40

1 2 3 4 5 6 7 8 9 10111213141516171819200

5

10

15

20

25

30

35

40

TRADITIONAL No Adjustment UPMC System

Academic ClinicalAcademic

Clinical

($104)

(Faculty IDs)

Sakai et al. British Journal of Anaesthesia. 111:636-50.2013.

Page 51: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 52: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Department of Anesthesiology Classes of 2003 – 2011

(n = 119)

• Scholarly activity points (SAPs) for all

scholarly activities were compared

Sakai, et al. Anesthesiology. 120:111–9;2014.

Page 53: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Scholarly Activity Points

Page 54: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Objectives

• Importance of Resident Scholarly Activity

• Barriers for Residents & Faculty

• Systems for Residents & Faculty

• Evaluation Methods

• Outcomes

• Potential Cost of Resident Scholarly Activityhttp://larsonfinancial.com/resident-fellow-financial-planning/

Page 55: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Objectives

• Importance of Resident Scholarly Activity

• Barriers for Residents & Faculty

• Systems for Residents & Faculty

• Evaluation Methods

• Outcomes

• Potential Cost of Resident Scholarly Activityhttp://larsonfinancial.com/resident-fellow-financial-planning/

Page 56: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

For Residents

• Awareness Introduction of researchers / projects

• Barrier breaker Research Problem-Based Learning

Discussion (PBLD)

• Time Resident Research Rotation

• Assistance Director of Research Rotation

• Acknowledgement Web news

• Funding NIH T32 Grant

Department Seed Grant

Page 57: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

For Residents

• Awareness Introduction of researchers / projects

• Barrier breaker Research PBLD

• Time Resident research rotation

• Assistance Director of Research Rotation

• Acknowledgement Web news

• Funding NIH T32 Grant

Department Seed Grant

Page 58: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

For Residents

• Awareness Introduction of researchers / projects

• Barrier breaker Research PBLD

• Non-clinical time Resident research rotation

• Assistance Director of Research Rotation

• Acknowledgement Web news

• Funding NIH T32 Grant

Department Seed GrantDavid G. Metro, MDResidency Program Director

Page 59: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

For Residents

• Awareness Introduction of researchers / projects

• Barrier breaker Research PBLD

• Time Resident Research Rotation

• Assistance Director of Research Rotation

• Acknowledgement Web news

• Funding NIH T32 Grant

Department Seed Grant

Page 60: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

For Residents

• Awareness Introduction of Researchers / Projects

• Barrier breaker Research PBLD

• Time Resident Research Rotation

• Assistance Director of Research Rotation

• Acknowledgement Web news

• Funding NIH T32 Grant

Department Seed Grant

Page 61: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Objectives

• Importance of Resident Scholarly Activity

• Barriers for Residents & Faculty

• Systems for Residents & Faculty

• Evaluation Methods

• Outcomes

• Potential Cost of Resident Scholarly Activityhttp://www.musc.edu/intrad/

Page 62: Rita M. Patel, MD Professor of Anesthesiology Vice-Chair, Education Associate Dean for GME & DIO University of Pittsburgh School of Medicine UPMC Medical

Objectives

• Importance of Resident Scholarly Activity

• Barriers for Residents & Faculty

• Systems for Residents & Faculty

• Evaluation Methods

• Outcomes

• Potential Cost of Resident Scholarly Activityhttp://www.musc.edu/intrad/